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of 45
pro vyhledávání: '"Seegerer, Philipp"'
Autor:
Yeom, Seul-Ki, Seegerer, Philipp, Lapuschkin, Sebastian, Binder, Alexander, Wiedemann, Simon, Müller, Klaus-Robert, Samek, Wojciech
Publikováno v:
Pattern Recognition, Volume 115, pp.107899, 2021
The success of convolutional neural networks (CNNs) in various applications is accompanied by a significant increase in computation and parameter storage costs. Recent efforts to reduce these overheads involve pruning and compressing the weights of v
Externí odkaz:
http://arxiv.org/abs/1912.08881
Autor:
Hägele, Miriam, Seegerer, Philipp, Lapuschkin, Sebastian, Bockmayr, Michael, Samek, Wojciech, Klauschen, Frederick, Müller, Klaus-Robert, Binder, Alexander
Publikováno v:
Sci Rep 10, 6423 (2020)
Deep learning has recently gained popularity in digital pathology due to its high prediction quality. However, the medical domain requires explanation and insight for a better understanding beyond standard quantitative performance evaluation. Recentl
Externí odkaz:
http://arxiv.org/abs/1908.06943
Autor:
Alber, Maximilian, Lapuschkin, Sebastian, Seegerer, Philipp, Hägele, Miriam, Schütt, Kristof T., Montavon, Grégoire, Samek, Wojciech, Müller, Klaus-Robert, Dähne, Sven, Kindermans, Pieter-Jan
In recent years, deep neural networks have revolutionized many application domains of machine learning and are key components of many critical decision or predictive processes. Therefore, it is crucial that domain specialists can understand and analy
Externí odkaz:
http://arxiv.org/abs/1808.04260
Autor:
Yeom, Seul-Ki, Seegerer, Philipp, Lapuschkin, Sebastian, Binder, Alexander, Wiedemann, Simon, Müller, Klaus-Robert, Samek, Wojciech
Publikováno v:
In Pattern Recognition July 2021 115
Autor:
Schweizer, Leonille1,2 leonille.schweizer@kgu.de, Seegerer, Philipp3,4, Hee-yeong Kim5, Saitenmacher, René3, Muench, Amos1,2, Barnick, Liane1, Osterloh, Anja1, Dittmayer, Carsten1, Jödicke, Ruben1,2, Pehl, Debora6, Reinhardt, Annekathrin7, Ruprecht, Klemens8, Stenzel, Werner1, Wefers, Annika K.9, Harter, Patrick N.10,11,12, Schüller, Ulrich9,13,14, Heppner, Frank L.1,2,15,16, Alber, Maximilian4,17, Müller, Klaus-Robert3,18,19,20, Klauschen, Frederick19,21,22
Publikováno v:
Neuropathology & Applied Neurobiology. Feb2023, Vol. 49 Issue 1, p1-16. 16p.
Autor:
Seegerer, Philipp Erwin
Pathology is the final diagnostic step for a variety of diseases, such as cancer or neurological disorders. Driven by advances in deep learning-based computer vision paired with an increased digitalization of workflows, computational pathology has re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4468a877dd6e45460ee7ee7b51dff9ea
Akademický článek
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Akademický článek
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Autor:
Zettinig, Oliver, Mansi, Tommaso, Neumann, Dominik, Georgescu, Bogdan, Rapaka, Saikiran, Seegerer, Philipp, Kayvanpour, Elham, Sedaghat-Hamedani, Farbod, Amr, Ali, Haas, Jan, Steen, Henning, Katus, Hugo, Meder, Benjamin, Navab, Nassir, Kamen, Ali, Comaniciu, Dorin
Publikováno v:
In Medical Image Analysis December 2014 18(8):1361-1376
Autor:
Hägele, Miriam1, Seegerer, Philipp1, Lapuschkin, Sebastian2, Bockmayr, Michael3,4, Samek, Wojciech2, Klauschen, Frederick3 frederick.klauschen@charite.de, Müller, Klaus-Robert1,5,6 klaus-robert.mueller@tu-berlin.de, Binder, Alexander7 alexander_binder@sutd.edu.sg
Publikováno v:
Scientific Reports. 4/14/2020, Vol. 10 Issue 1, p1-12. 12p.